{"id":"https://openalex.org/W2147913675","doi":"https://doi.org/10.18637/jss.v020.i11","title":"Mokken Scale Analysis in R","display_name":"Mokken Scale Analysis in R","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W2147913675","doi":"https://doi.org/10.18637/jss.v020.i11","mag":"2147913675"},"language":"ja","primary_location":{"id":"doi:10.18637/jss.v020.i11","doi":"https://doi.org/10.18637/jss.v020.i11","is_oa":true,"landing_page_url":"https://doi.org/10.18637/jss.v020.i11","pdf_url":null,"source":{"id":"https://openalex.org/S167961193","display_name":"Journal of Statistical Software","issn_l":"1548-7660","issn":["1548-7660"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315759","host_organization_name":"Foundation for Open Access Statistics","host_organization_lineage":["https://openalex.org/P4310315759"],"host_organization_lineage_names":["Foundation for Open Access Statistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Statistical Software","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.18637/jss.v020.i11","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035430461","display_name":"L. Andries van der Ark","orcid":"https://orcid.org/0000-0003-3131-7943","observed_orcids":["https://orcid.org/0000-0003-3131-7943"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"L. Andries van der Ark","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5035430461"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.3208,"has_fulltext":false,"cited_by_count":489,"citation_normalized_percentile":{"value":0.97844393,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"20","issue":"11","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10467","display_name":"Psychometric Methodologies and Testing","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12848","display_name":"Psychological Testing and Assessment","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mokken-scale-analysis","display_name":"Mokken scale analysis","score":0.9980000257492065},{"id":"https://openalex.org/keywords/nonparametric-item-response-theory","display_name":"nonparametric item response theory","score":0.8339999914169312},{"id":"https://openalex.org/keywords/item-selection-algorithms","display_name":"item selection algorithms","score":0.8659999966621399},{"id":"https://openalex.org/keywords/dichotomous-items","display_name":"dichotomous items","score":0.7889999747276306},{"id":"https://openalex.org/keywords/polytomous-items","display_name":"polytomous items","score":0.9959999918937683},{"id":"https://openalex.org/keywords/adjective-check-list","display_name":"Adjective Checklist","score":0.8009999990463257},{"id":"https://openalex.org/keywords/scale-development","display_name":"scale development","score":0.41499999165534973}],"concepts":[{"id":"https://openalex.org/C207968926","wikidata":"https://www.wikidata.org/wiki/Q7227107","display_name":"Polytomous Rasch model","level":4,"score":0.6851001381874084},{"id":"https://openalex.org/C72169020","wikidata":"https://www.wikidata.org/wiki/Q194404","display_name":"Monotonic function","level":2,"score":0.6287360191345215},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.5994977355003357},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.5506731867790222},{"id":"https://openalex.org/C19875794","wikidata":"https://www.wikidata.org/wiki/Q1207340","display_name":"Item response theory","level":3,"score":0.5264885425567627},{"id":"https://openalex.org/C142259097","wikidata":"https://www.wikidata.org/wiki/Q5891314","display_name":"Homogeneity (statistics)","level":2,"score":0.5072926878929138},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48103171586990356},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4321558475494385},{"id":"https://openalex.org/C2834757","wikidata":"https://www.wikidata.org/wiki/Q4925424","display_name":"Monotone polygon","level":2,"score":0.42080527544021606},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3624287247657776},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3517891466617584},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.08980271220207214},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.18637/jss.v020.i11","doi":"https://doi.org/10.18637/jss.v020.i11","is_oa":true,"landing_page_url":"https://doi.org/10.18637/jss.v020.i11","pdf_url":null,"source":{"id":"https://openalex.org/S167961193","display_name":"Journal of Statistical Software","issn_l":"1548-7660","issn":["1548-7660"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315759","host_organization_name":"Foundation for Open Access Statistics","host_organization_lineage":["https://openalex.org/P4310315759"],"host_organization_lineage_names":["Foundation for Open Access Statistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Statistical Software","raw_type":"journal-article"},{"id":"pmh:oai:tilburguniversity.edu:openaire_cris_publications/bc316414-d6a6-4279-9ab8-e85d58d6b37e","doi":null,"is_oa":false,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/bc316414-d6a6-4279-9ab8-e85d58d6b37e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401490","display_name":"Research portal (Tilburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I193700539","host_organization_name":"Tilburg University","host_organization_lineage":["https://openalex.org/I193700539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"van der Ark, L A 2007, 'Mokken scale analysis in R', Journal of Statistical Software, vol. 20, no. 11, pp. 1-19.","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:uvt:oai:tilburguniversity.edu:publications/bc316414-d6a6-4279-9ab8-e85d58d6b37e","doi":null,"is_oa":false,"landing_page_url":"https://research.tilburguniversity.edu/en/publications/bc316414-d6a6-4279-9ab8-e85d58d6b37e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Statistical Software, 20(11), 1 - 19. JOURNAL STATISTICAL SOFTWARE","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:RePEc:jss:jstsof:20:i11","doi":null,"is_oa":false,"landing_page_url":"http://www.jstatsoft.org/v20/i11/paper","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:RePEc:jss:jstsof:v:020:i11","doi":null,"is_oa":false,"landing_page_url":"https://www.jstatsoft.org/index.php/jss/article/downloadSuppFile/v020i11/mokken_0.1.tar.gz","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:74644368f24945c0aacd7d4c1914bf28","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/74644368f24945c0aacd7d4c1914bf28","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Statistical Software, Vol 20, Iss 11 (2007)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.18637/jss.v020.i11","doi":"https://doi.org/10.18637/jss.v020.i11","is_oa":true,"landing_page_url":"https://doi.org/10.18637/jss.v020.i11","pdf_url":null,"source":{"id":"https://openalex.org/S167961193","display_name":"Journal of Statistical Software","issn_l":"1548-7660","issn":["1548-7660"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-b","doyens","jufo-2","ki-jl-2","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315759","host_organization_name":"Foundation for Open Access Statistics","host_organization_lineage":["https://openalex.org/P4310315759"],"host_organization_lineage_names":["Foundation for Open Access Statistics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Statistical Software","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1909482275","https://openalex.org/W1964052265","https://openalex.org/W2000619651","https://openalex.org/W2026193035","https://openalex.org/W2026510174","https://openalex.org/W2027979496","https://openalex.org/W2040334950","https://openalex.org/W2071934349","https://openalex.org/W2087484985","https://openalex.org/W2110161405","https://openalex.org/W2111095327","https://openalex.org/W2117809953","https://openalex.org/W2127374659","https://openalex.org/W2139158181","https://openalex.org/W2140678484","https://openalex.org/W2140903747","https://openalex.org/W2142594521","https://openalex.org/W2162929365","https://openalex.org/W2170081377","https://openalex.org/W2170696155","https://openalex.org/W4235473894"],"related_works":["https://openalex.org/W3157317696","https://openalex.org/W2150170158","https://openalex.org/W7096198905","https://openalex.org/W6927545600","https://openalex.org/W2565010544","https://openalex.org/W2063023041","https://openalex.org/W3112823112","https://openalex.org/W2154529274","https://openalex.org/W2619189298","https://openalex.org/W2055160029"],"abstract_inverted_index":{"Mokken":[0,28],"scale":[1],"analysis":[2],"(MSA)":[3],"is":[4],"a":[5,23],"scaling":[6],"procedure":[7],"for":[8,60],"both":[9],"dichotomous":[10],"and":[11,30,48,62],"polytomous":[12],"items.":[13],"It":[14],"consists":[15],"of":[16,25,37],"an":[17,56],"item":[18,40],"selection":[19],"algorithm":[20],"to":[21,33,70],"partition":[22],"set":[24],"items":[26],"into":[27],"scales":[29],"several":[31],"methods":[32],"check":[34],"the":[35,44,49,64,80],"assumptions":[36],"two":[38],"nonparametric":[39],"response":[41],"theory":[42],"models:":[43],"monotone":[45],"homogeneity":[46],"model":[47],"double":[50],"monotonicity":[51],"model.":[52],"First,":[53],"we":[54,67],"present":[55],"R":[57,74],"package":[58],"mokken":[59],"MSA":[61,72],"explain":[63],"procedures.":[65],"Second,":[66],"show":[68],"how":[69],"perform":[71],"in":[73],"using":[75],"test":[76],"data":[77],"obtained":[78],"with":[79],"Adjective":[81],"Checklist.":[82]},"counts_by_year":[{"year":2026,"cited_by_count":31},{"year":2025,"cited_by_count":33},{"year":2024,"cited_by_count":30},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":33},{"year":2020,"cited_by_count":36},{"year":2019,"cited_by_count":38},{"year":2018,"cited_by_count":30},{"year":2017,"cited_by_count":35},{"year":2016,"cited_by_count":28},{"year":2015,"cited_by_count":29},{"year":2014,"cited_by_count":25},{"year":2013,"cited_by_count":24},{"year":2012,"cited_by_count":25}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}